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GeezerVison is showing github.com — feat: Added CLI for features, get historical and online features by ntkathole · Pull Request #5197 · feast-dev/feast

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ntkathole commented Mar 30, 2025

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What this PR does / why we need it:

This PR adds CLI for listing and describing features, getting online and historical feature values.
As a user, I should be able to perform "querying of an entity" from the feast CLI.
As a user, I should be able to export all my features into json format.

Misc

Features

# feast features --help
Usage: feast features [OPTIONS] COMMAND [ARGS]...

  Access features

Options:
  --help  Show this message and exit.

Commands:
  describe  Describe a specific feature by name
  list      List all features

# feast features list
Feature              Feature View                 Data Type
conv_rate            driver_hourly_stats_fresh    Float32
acc_rate             driver_hourly_stats_fresh    Float32
avg_daily_trips      driver_hourly_stats_fresh    Int64
conv_rate            driver_hourly_stats          Float32
acc_rate             driver_hourly_stats          Float32
avg_daily_trips      driver_hourly_stats          Int64
conv_rate_plus_val1  transformed_conv_rate_fresh  Float64
conv_rate_plus_val2  transformed_conv_rate_fresh  Float64
conv_rate_plus_val1  transformed_conv_rate        Float64
conv_rate_plus_val2  transformed_conv_rate        Float64

Exporting features in json

feast features list --output json > file.json

# feast features describe conv_rate
[
    {
        "Feature Name": "conv_rate",
        "Feature View": "driver_hourly_stats_fresh",
        "Data Type": "Float32",
        "Description": "",
        "Online Store": true,
        "Source": {
            "type": "BATCH_FILE",
            "timestampField": "event_timestamp",
            "createdTimestampColumn": "created",
            "fileOptions": {
                "uri": "data/driver_stats.parquet"
            },
            "name": "driver_hourly_stats_source"
        }
    },
    {
        "Feature Name": "conv_rate",
        "Feature View": "driver_hourly_stats",
        "Data Type": "Float32",
        "Description": "",
        "Online Store": true,
        "Source": {
            "type": "BATCH_FILE",
            "timestampField": "event_timestamp",
            "createdTimestampColumn": "created",
            "fileOptions": {
                "uri": "data/driver_stats.parquet"
            },
            "name": "driver_hourly_stats_source"
        }
    }
]

Online Feature data

# feast get-online-features --help
Usage: feast get-online-features [OPTIONS]

  Fetch online feature values for a given entity ID

Options:
  -e, --entities TEXT  Entity key-value pairs (e.g., driver_id=1001)
                       [required]
  -f, --features TEXT  Features to retrieve. feater-view:feature-name ex:
                       driver_hourly_stats:conv_rate  [required]
  --help               Show this message and exit.

# feast get-online-features --entities driver_id=1001 --features driver_hourly_stats:conv_rate
{
    "driver_id": [
        1001
    ],
    "conv_rate": [
        0.1379641592502594
    ]
}

Historical Feature data

# feast get-historical-features --help
Usage: feast get-historical-features [OPTIONS]

  Fetch historical feature values for a given entity ID

Options:
  -d, --dataframe TEXT  JSON string containing entities and timestamps.
                        Example: '[{"event_timestamp": "2025-03-29T12:00:00",
                        "driver_id": 1001}]'  [required]
  -f, --features TEXT   Features to retrieve. feature-view:feature-name ex:
                        driver_hourly_stats:conv_rate  [required]
  --help                Show this message and exit.

# feast get-historical-features --dataframe '[{"event_timestamp": "2025-03-29T12:00:00", "driver_id": 1001}]' --features driver_hourly_stats:conv_rate
[
    {
        "event_timestamp":1743249600000,
        "driver_id":1001,
        "conv_rate":0.851655364
    }
]

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ntkathole requested a review from a team as a code owner

March 30, 2025 10:05

franciscojavierarceo approved these changes

Mar 30, 2025

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Small questions but this lgtm

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README.md

		Please refer to the official documentation at [Documentation](https://docs.feast.dev/)
		* [Quickstart](https://docs.feast.dev/getting-started/quickstart)
		* [Tutorials](https://docs.feast.dev/tutorials/tutorials-overview)
		* [Examples](https://github.com/feast-dev/feast/tree/master/examples)

franciscojavierarceo Mar 30, 2025

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ntkathole Mar 30, 2025

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It was not added as a part of templates in #5194 so infra/scripts/compile-templates.py was removing it. Added to the templates now.

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ntkathole force-pushed the feature_cli branch from 20ca0f9 to af69b3e Compare

March 30, 2025 11:26


          feat: Added CLI for features, get_historical_features, get_online_fea…

7fd8f8a

…tures

Signed-off-by: ntkathole <[email protected]>

ntkathole force-pushed the feature_cli branch from af69b3e to 7fd8f8a Compare

March 30, 2025 11:55

franciscojavierarceo approved these changes

Mar 30, 2025

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Thank you!

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franciscojavierarceo merged commit 4ab9f74 into feast-dev:master

Mar 30, 2025

franciscojavierarceo pushed a commit that referenced this pull request

Apr 7, 2025


          chore(release): release 0.48.0

# [0.48.0](v0.47.0...v0.48.0) (2025-04-07)

### Bug Fixes

* Enhance integration logos display and styling in the UI ([#5221](#5221)) ([5799257](5799257))
* Fix space typo in push.md docs ([#5184](#5184)) ([81677b2](81677b2))
* Fixed integration tests for qdrant and milvus ([#5224](#5224)) ([d6b080d](d6b080d))
* Formatting trino ([760ec0e](760ec0e))
* Multiple fixes in retrieval of online documents ([#5168](#5168)) ([66ddd3e](66ddd3e))
* Operator route creation for Feast UI in OpenShift ([e3946b4](e3946b4))
* Remove entity_rows parameter from retrieve_online_documents_v2 call ([#5225](#5225)) ([2a2e304](2a2e304))
* Styling ([#5222](#5222)) ([34c393c](34c393c))
* typo in the chart ([bd3448b](bd3448b))
* Update milvus-quickstart and feature_store.yaml with correct Milvus Config ([#5200](#5200)) ([306acca](306acca))
* Update Qdrant online store paths in repo_config.py ([#5207](#5207)) ([ab35b0b](ab35b0b)), closes [#5206](#5206)
* Update the doc ([#5194](#5194)) ([726464e](726464e))
* Updated the operator-rabc example to test RBAC from a Kubernete pod ([#5147](#5147)) ([d23a1a5](d23a1a5))

### Features

* add `real`(float32) type for trino offline store ([#4749](#4749)) ([0947f96](0947f96))
* Add async DynamoDB timeout and retry configuration ([#5178](#5178)) ([2f3bcf5](2f3bcf5))
* Add CronJob capability to the Operator (feast apply & materialize-incremental) ([#5217](#5217)) ([285c0dc](285c0dc))
* Add RAG tutorial and Use Cases documentation ([#5226](#5226)) ([99f4004](99f4004))
* Added CLI for features, get historical and online features ([#5197](#5197)) ([4ab9f74](4ab9f74))
* Added export support in feast UI ([#5198](#5198)) ([b079553](b079553))
* Added global registry search support in Feast UI ([#5195](#5195)) ([f09ea49](f09ea49))
* Added UI for Features list ([#5192](#5192)) ([cc7fd47](cc7fd47))
* Adding blog on RAG with Milvus ([#5161](#5161)) ([b9e2e6c](b9e2e6c))
* Adding Docling RAG demo ([#5109](#5109)) ([569404b](569404b))
* Allow transformations on writes to output list of entities ([#5209](#5209)) ([955521a](955521a))
* Cache get_any_feature_view results ([#5175](#5175)) ([924b8a3](924b8a3))
* Clickhouse offline store ([#4725](#4725)) ([86794c2](86794c2))
* Enable keyword search for Milvus ([#5199](#5199)) ([ac44967](ac44967))
* Enable transformations on PDFs ([#5172](#5172)) ([3674971](3674971))
* Enable users to use Entity Query as CTE during historical retrieval ([#5202](#5202)) ([fe69eaf](fe69eaf))
* helm support more deployment config ([d575372](d575372))
* Improved CLI file structuring ([#5201](#5201)) ([972ed34](972ed34))
* Kickoff Transformation implementationtransformation code base ([#5181](#5181)) ([0083303](0083303))
* Make keep-alive timeout configurable for async DynamoDB connections ([#5167](#5167)) ([7f3e528](7f3e528))
* Operator mounts the odh-trusted-ca-bundle configmap when deployed on RHOAI or ODH ([d4d7b0d](d4d7b0d))
* Spark Transformation ([#5185](#5185)) ([be3d85c](be3d85c))

jfw-ppi pushed a commit to jfw-ppi/feast that referenced this pull request

Jun 7, 2025


          feat: Added CLI for features, get historical and online features (fea…

65372ea

…st-dev#5197)

Signed-off-by: Jacob Weinhold <[email protected]>

jfw-ppi pushed a commit to jfw-ppi/feast that referenced this pull request

Jun 7, 2025


          chore(release): release 0.48.0

cc36081

# [0.48.0](feast-dev/feast@v0.47.0...v0.48.0) (2025-04-07)

### Bug Fixes

* Enhance integration logos display and styling in the UI ([feast-dev#5221](feast-dev#5221)) ([5799257](feast-dev@5799257))
* Fix space typo in push.md docs ([feast-dev#5184](feast-dev#5184)) ([81677b2](feast-dev@81677b2))
* Fixed integration tests for qdrant and milvus ([feast-dev#5224](feast-dev#5224)) ([d6b080d](feast-dev@d6b080d))
* Formatting trino ([760ec0e](feast-dev@760ec0e))
* Multiple fixes in retrieval of online documents ([feast-dev#5168](feast-dev#5168)) ([66ddd3e](feast-dev@66ddd3e))
* Operator route creation for Feast UI in OpenShift ([e3946b4](feast-dev@e3946b4))
* Remove entity_rows parameter from retrieve_online_documents_v2 call ([feast-dev#5225](feast-dev#5225)) ([2a2e304](feast-dev@2a2e304))
* Styling ([feast-dev#5222](feast-dev#5222)) ([34c393c](feast-dev@34c393c))
* typo in the chart ([bd3448b](feast-dev@bd3448b))
* Update milvus-quickstart and feature_store.yaml with correct Milvus Config ([feast-dev#5200](feast-dev#5200)) ([306acca](feast-dev@306acca))
* Update Qdrant online store paths in repo_config.py ([feast-dev#5207](feast-dev#5207)) ([ab35b0b](feast-dev@ab35b0b)), closes [feast-dev#5206](feast-dev#5206)
* Update the doc ([feast-dev#5194](feast-dev#5194)) ([726464e](feast-dev@726464e))
* Updated the operator-rabc example to test RBAC from a Kubernete pod ([feast-dev#5147](feast-dev#5147)) ([d23a1a5](feast-dev@d23a1a5))

### Features

* add `real`(float32) type for trino offline store ([feast-dev#4749](feast-dev#4749)) ([0947f96](feast-dev@0947f96))
* Add async DynamoDB timeout and retry configuration ([feast-dev#5178](feast-dev#5178)) ([2f3bcf5](feast-dev@2f3bcf5))
* Add CronJob capability to the Operator (feast apply & materialize-incremental) ([feast-dev#5217](feast-dev#5217)) ([285c0dc](feast-dev@285c0dc))
* Add RAG tutorial and Use Cases documentation ([feast-dev#5226](feast-dev#5226)) ([99f4004](feast-dev@99f4004))
* Added CLI for features, get historical and online features ([feast-dev#5197](feast-dev#5197)) ([4ab9f74](feast-dev@4ab9f74))
* Added export support in feast UI ([feast-dev#5198](feast-dev#5198)) ([b079553](feast-dev@b079553))
* Added global registry search support in Feast UI ([feast-dev#5195](feast-dev#5195)) ([f09ea49](feast-dev@f09ea49))
* Added UI for Features list ([feast-dev#5192](feast-dev#5192)) ([cc7fd47](feast-dev@cc7fd47))
* Adding blog on RAG with Milvus ([feast-dev#5161](feast-dev#5161)) ([b9e2e6c](feast-dev@b9e2e6c))
* Adding Docling RAG demo ([feast-dev#5109](feast-dev#5109)) ([569404b](feast-dev@569404b))
* Allow transformations on writes to output list of entities ([feast-dev#5209](feast-dev#5209)) ([955521a](feast-dev@955521a))
* Cache get_any_feature_view results ([feast-dev#5175](feast-dev#5175)) ([924b8a3](feast-dev@924b8a3))
* Clickhouse offline store ([feast-dev#4725](feast-dev#4725)) ([86794c2](feast-dev@86794c2))
* Enable keyword search for Milvus ([feast-dev#5199](feast-dev#5199)) ([ac44967](feast-dev@ac44967))
* Enable transformations on PDFs ([feast-dev#5172](feast-dev#5172)) ([3674971](feast-dev@3674971))
* Enable users to use Entity Query as CTE during historical retrieval ([feast-dev#5202](feast-dev#5202)) ([fe69eaf](feast-dev@fe69eaf))
* helm support more deployment config ([d575372](feast-dev@d575372))
* Improved CLI file structuring ([feast-dev#5201](feast-dev#5201)) ([972ed34](feast-dev@972ed34))
* Kickoff Transformation implementationtransformation code base ([feast-dev#5181](feast-dev#5181)) ([0083303](feast-dev@0083303))
* Make keep-alive timeout configurable for async DynamoDB connections ([feast-dev#5167](feast-dev#5167)) ([7f3e528](feast-dev@7f3e528))
* Operator mounts the odh-trusted-ca-bundle configmap when deployed on RHOAI or ODH ([d4d7b0d](feast-dev@d4d7b0d))
* Spark Transformation ([feast-dev#5185](feast-dev#5185)) ([be3d85c](feast-dev@be3d85c))

Signed-off-by: Jacob Weinhold <[email protected]>

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